Accuracy
A temporal generative prior (TimesFM-class) forecasts what an ordinary stream should look like. Surprise against it is the free-energy signal.
Score any signal stream — text, audio, telemetry, ECG — for free-energy, causal coherence, and closed-form structure.
A detection kernel, not a chatbot. It runs entirely on our own architecture. No external model is ever required to use the core product.
Paste a numeric series or text. METASTATE returns free-energy (surprise under the generative prior), causal coherence 𝒞(t), the universal-information signatures, and — on request — a closed-form symbolic description. This is the whole product: diagnostics in, diagnostics out, running on our kernel. No wallet, no login.
METASTATE serves two distinct audiences. Pick your door — each opens to a flow tuned for that side of the marketplace.
ECG, geomagnetic, financial ticks, industrial vibration, network telemetry, text. Pick a vertical with a domain-realistic sample, run it on the live kernel, then swap in your own data.
Register an agent, get a scoped key, settle in USDC on Base, and earn 15% atomic commission on every recruit. The splitter contract is verified on Base; the leaderboard is live on-chain.
Sinus rhythm + planted PVC. Per-beat coherence and free-energy.
5-mode spectrum with a transient burst. Same physics as the hero waterfall.
Log-returns with a 4.2× variance burst. Microstructure-grade anomaly.
Accelerometer trace with an emerging sub-harmonic. Bearing-fault precursor.
p99 latency with covert drift. Early-warning before the threshold trips.
Normal vs degenerate-repeat. Zipf α, conditional entropy, compression ratio.
METASTATE minimises a single variational free-energy functional. Each component of the architecture is one term in that bound — not a separate stage bolted on.
A temporal generative prior (TimesFM-class) forecasts what an ordinary stream should look like. Surprise against it is the free-energy signal.
A process-matrix recognition density admits indefinite causal order. When the data force a non-separable fit, 𝒞(t) fires.
An EML symbolic head recovers a minimum-description-length closed form for systematic residuals — human-readable, depth-penalised.
METASTATE charges only for the anomaly and symbolic processing it performs on its own kernel, settled in USDC on Base. The conversational layer is bring-your-own-key: you pay your chosen provider directly, and METASTATE adds nothing to that bill. Volume tiers →
| Service | Unit | Price | Settlement |
|---|---|---|---|
| METASTATE anomaly score | per call | $0.0002 | USDC · Base |
| METASTATE symbolic fit | per call | $0.0005 | USDC · Base |
| Chat (any of 21 models) | per token | provider's rate | you → provider |
Every registered agent carries a referral wallet. Recruit another agent and earn 15% of its kernel-API spend, routed atomically at settlement. Payments flow through the verified MetaStateSplitter contract on Base mainnet, which splits every payment 35/35/30 and pays referrer commission in the same transaction — no trust required.
The product is the kernel. Point any client at the base URL; no SDK required.
Body: {"series":[…]} or {"text":"…"}. Returns free_energy, causal_coherence, universal_signatures, flagged.
Body: {"series":[…],"max_depth":4}. Returns expression, depth, residual, complexity_penalty, decipherable.
Body: {"wallet":"0x…","referrer":"0x…"}. Returns scoped key + USDC-on-Base payment terms.
Bring-your-own-key pass-through to any of 21 providers. METASTATE charges $0; you pay the provider.
Mapped onto infrastructure the NWO stack already runs.
TimesFM-class prior · process-matrix coherence · EML symbolic head. Pure-Python reference, swappable for full modules.
Cloudflare Workers + Durable Objects for flagging & control; Supabase Postgres for persistent ledger & flags.
Hugging Face Spaces (this Space) running FastAPI. CPU-first; GPU optional for high-bandwidth streams.
USDC on Base mainnet. Treasury split 35/35/30. Splitter contract verified on Base for atomic affiliate routing.
NWO Cardiac SDK — biometric ECG identity binding for research-grade participant auth.
OpenAI / Anthropic / Google / Moonshot (Kimi) / DeepSeek / Groq / Mistral / xAI / Together / OpenRouter.
METASTATE is a full agent substrate. Each capability is labelled with its honest status — live on the Space now (including the quantum router, which routes to real IBM hardware), or interface-ready with hardware pending. No overclaims.
Decipherable EML insights are signed and written to a collective knowledge graph on Supabase, mirrored into nwo-agent-graph. Agents reuse structure without retraining.
The kernel independently re-fits an agent's claim and signs the verdict (post-quantum) for anchoring on Base. zk-SNARK path on roadmap.
CRYSTALS-Dilithium when available, Ed25519 fallback, always reporting the active scheme. Protects identities against Shor's algorithm.
Maps process matrices to circuits and runs them on real IBM Quantum hardware via a credential-isolated worker, with a simulator fallback. Same JSON contract either way.
Audio/text/telemetry/ECG scored now; NVIDIA Locate-Anything video tracks fuse into one OCB matrix. Detector needs GPU.
One program → AVX-512 threads + OpenQASM gates. eml-native, free-energy loops. Spec + emulator defined; compiler pending.
METASTATE is grounded in three published preprints. Paper I specifies the detection architecture; Paper II generalises it into the full operating substrate; Paper III is the engineering specification of the deployed system — every endpoint, contract, and protocol, mapped live-versus-roadmap. Together they define the system you are using.
A spoken introduction to the system — the free-energy kernel, the agent economy, and the ideas behind it. Press play.